{"meta":{"query_hash":"1fcab29dce8b","filters":{"venue":"International Journal of Innovation and Regional Development"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/1fcab29dce8b","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Innovation+and+Regional+Development"},"results":[{"id":"W2001320794","doi":"10.1504/ijird.2012.045138","title":"The new role of law in stimulating industrial innovation and regional development: the Canadian experience with reflexive law in reconciling economic development, environmental protection and entrepreneurship in the energy industry","year":2012,"lang":"en","type":"article","venue":"International Journal of Innovation and Regional Development","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Reflexivity; Entrepreneurship; Scholarship; Natural resource; Sustainable development; Resource (disambiguation); Business; Stakeholder; Economics; Economic system; Law; Sociology; Political science; Economic growth; Management","score_opus":0.07528711030434007,"score_gpt":0.2649230787163468,"score_spread":0.18963596841200672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001320794","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19671682,0.015721405,0.0137738595,0.21606596,0.00047644458,0.00012474493,0.00005546091,0.00012825729,0.5569371],"genre_scores_gemma":[0.96809477,0.005146069,0.0027275481,0.004406076,0.000063211635,0.000018539191,0.00001144407,0.000036917045,0.019495258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877478,0.004818447,0.00028821942,0.00093690126,0.003917274,0.0022913828],"domain_scores_gemma":[0.9899923,0.0056420425,0.0006350925,0.0007068121,0.0017656237,0.0012581297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011881044,0.00030340292,0.00043006428,0.0014502172,0.02536881,0.011835732,0.002656183,0.0044693323,0.002795142],"category_scores_gemma":[0.012465815,0.0002931595,0.0004118919,0.00322552,0.055317253,0.005050041,0.005055262,0.006227764,0.0002461986],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026063435,0.00005731668,0.0023884764,0.00015746904,0.000008983819,0.0008027877,0.17972867,0.000801956,0.0008824335,0.7540196,0.008293056,0.052833114],"study_design_scores_gemma":[0.000027688697,0.000067316876,0.007938834,0.0005251924,0.00003242868,0.00065189967,0.12099313,0.0013104616,0.0013513473,0.07088424,0.7960574,0.0001599777],"about_ca_topic_score_codex":0.9524169,"about_ca_topic_score_gemma":0.9735467,"teacher_disagreement_score":0.8901431,"about_ca_system_score_codex":0.1098569,"about_ca_system_score_gemma":0.15500486,"threshold_uncertainty_score":0.79707134},"labels":[],"label_agreement":null},{"id":"W2004402683","doi":"10.1504/ijird.2015.067648","title":"The role of technology transfer offices in growing new entrepreneurial ecosystems around mid-sized universities","year":2015,"lang":"en","type":"article","venue":"International Journal of Innovation and Regional Development","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Technology transfer; Business; Facilitation; Process (computing); Entrepreneurship; Entrepreneurial education; Knowledge transfer; Knowledge management; Marketing; Entrepreneurship education; Management; Economics","score_opus":0.02092106235789974,"score_gpt":0.2354717932610725,"score_spread":0.21455073090317278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004402683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762507,0.00017055981,0.0011821891,0.0012847981,0.000023733342,0.000039863284,0.000009132678,0.00001891323,0.021020086],"genre_scores_gemma":[0.99893147,0.00005739302,0.00034418344,0.00005654106,0.0000054023294,0.0000066763705,0.0000025232318,0.0000029580706,0.0005929435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954791,0.0024623119,0.00015465653,0.00025974723,0.00040734102,0.0012367403],"domain_scores_gemma":[0.98631626,0.005167865,0.0021171127,0.0004857346,0.0011645787,0.0047484227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004592758,0.00019394705,0.00019764827,0.0013706889,0.008096215,0.009069437,0.00079515576,0.0010344386,0.0031483308],"category_scores_gemma":[0.01047818,0.000253791,0.00026514434,0.00073409354,0.005537648,0.0033107607,0.00653928,0.0012171493,0.00028595814],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005879131,0.00080115243,0.30489165,0.00033321665,0.000067574125,0.0068075685,0.4513027,0.0014379846,0.007876328,0.09539814,0.004160417,0.12633543],"study_design_scores_gemma":[0.000047634025,0.0003696088,0.17246611,0.0002800459,0.00006676847,0.0010790854,0.73436797,0.0021922262,0.0015907664,0.011561947,0.07587304,0.000104793624],"about_ca_topic_score_codex":0.0074151363,"about_ca_topic_score_gemma":0.018433128,"teacher_disagreement_score":0.009069437,"about_ca_system_score_codex":0.00371235,"about_ca_system_score_gemma":0.00603028,"threshold_uncertainty_score":0.02693516},"labels":[],"label_agreement":null},{"id":"W2023111063","doi":"10.1504/ijird.2015.067649","title":"A system dynamics model of science, technology and innovation policy to sustain regional innovation systems in emerging economies","year":2015,"lang":"en","type":"article","venue":"International Journal of Innovation and Regional Development","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique; Consejo Nacional de Ciencia y Tecnología; Institut national de la recherche scientifique","keywords":"Innovation system; System dynamics; Process (computing); Regional innovation system; Key (lock); Innovation process; Regional science; Business; Set (abstract data type); Technological innovation system; Industrial organization; Economic system; Process management; Computer science; Economics; Sociology; Marketing; Work in process","score_opus":0.13871155033722504,"score_gpt":0.39680022564398704,"score_spread":0.258088675306762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023111063","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12734753,0.0013680271,0.738845,0.0086468235,0.00029374886,0.00032781306,0.0018024665,0.00034728856,0.121021315],"genre_scores_gemma":[0.94689006,0.001111736,0.029461574,0.0002128313,0.00008018221,0.0005513732,0.00034177795,0.000037365546,0.021313203],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994855,0.00024508827,0.000018938348,0.000107581785,0.00006754322,0.00007534444],"domain_scores_gemma":[0.9993236,0.000359463,0.000104612795,0.000027211654,0.00010910134,0.000075965516],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010377177,0.00065311213,0.0007027133,0.0008015384,0.0008873999,0.002397446,0.0014349116,0.0022002386,0.006876795],"category_scores_gemma":[0.0018209673,0.00033068197,0.0008433416,0.00090587453,0.0012490536,0.0017814263,0.0015898978,0.0014688302,0.0005371778],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002714965,0.00003942528,0.0012203031,0.00006632779,0.000040515562,0.00016606532,0.00028397454,0.7043455,0.000582529,0.28836727,0.001415111,0.0034457434],"study_design_scores_gemma":[0.000039762086,0.000041179224,0.00062704884,0.000025632264,0.000020956866,0.00004410489,0.00019240173,0.9254562,0.00008936323,0.06733936,0.0061056023,0.000018333685],"about_ca_topic_score_codex":0.01811765,"about_ca_topic_score_gemma":0.008609457,"teacher_disagreement_score":0.9991126,"about_ca_system_score_codex":0.0029260044,"about_ca_system_score_gemma":0.0027097345,"threshold_uncertainty_score":0.036024332},"labels":[],"label_agreement":null},{"id":"W2065838546","doi":"10.1504/ijird.2010.037884","title":"Building knowledge regions in developing nations with emerging innovation infrastructure: evidence from Mexico and Pakistan","year":2010,"lang":"en","type":"article","venue":"International Journal of Innovation and Regional Development","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Developing country; Metropolitan area; Incentive; Knowledge base; Government (linguistics); Business; Economic growth; Service (business); Emerging markets; Knowledge economy; Regional science; Developed country; Economics; Economy; Marketing; Geography; Finance; Sociology","score_opus":0.024395576304412386,"score_gpt":0.2984262780180014,"score_spread":0.274030701713589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065838546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926691,0.0002635688,0.00007610134,0.00029887658,0.0000025890213,0.000016236865,0.000059110356,0.0000013080768,0.0066130585],"genre_scores_gemma":[0.99869955,0.0006765176,0.00013805664,0.000033698147,0.0000019978168,0.000008781386,0.000059123482,6.140246e-7,0.00038173993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995365,0.00015668299,0.00002097531,0.000045507208,0.00006639223,0.00017395373],"domain_scores_gemma":[0.99628806,0.0015193728,0.0012395178,0.00014855323,0.00046963457,0.00033487973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012235886,0.00013906894,0.000158453,0.00086938316,0.0026828249,0.0017218138,0.00033766124,0.00039722314,0.002277973],"category_scores_gemma":[0.0037292447,0.00013068142,0.00012153551,0.0013654636,0.0019259306,0.001755988,0.002063085,0.00046891658,0.000100378806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026220866,0.0003664444,0.85766387,0.00042243072,0.000053098065,0.003575223,0.06452068,0.00066762534,0.00048634506,0.017515797,0.0015498251,0.052916415],"study_design_scores_gemma":[0.000032625412,0.00026184958,0.7859761,0.0003811492,0.000069176174,0.0006757033,0.19266747,0.00032295866,0.000693139,0.0008242682,0.018072652,0.00002292975],"about_ca_topic_score_codex":0.07532661,"about_ca_topic_score_gemma":0.11208567,"teacher_disagreement_score":0.07532661,"about_ca_system_score_codex":0.0017148106,"about_ca_system_score_gemma":0.0030634168,"threshold_uncertainty_score":0.14977634},"labels":[],"label_agreement":null},{"id":"W2524062845","doi":"10.1504/ijird.2016.079456","title":"Tacit local alliance and SME innovation in China","year":2016,"lang":"en","type":"article","venue":"International Journal of Innovation and Regional Development","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Alliance; Business; Industrial organization; Limiting; Fragmentation (computing); China; Tacit knowledge; Production (economics); Government (linguistics); Commerce; Knowledge management; Economics","score_opus":0.02221280480883524,"score_gpt":0.25169963505386833,"score_spread":0.22948683024503308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524062845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910165,0.0004963993,0.00042658785,0.00027696264,0.0000032744622,0.000008539767,0.000020404334,0.000011421597,0.00773981],"genre_scores_gemma":[0.99929893,0.000107700886,0.000050118724,0.000013196927,0.000001376252,0.0000034183167,0.00001062166,5.529393e-7,0.0005139935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993217,0.0001461181,0.000054008975,0.00010146984,0.00013676964,0.00023997226],"domain_scores_gemma":[0.9976992,0.00054175017,0.0007814866,0.00016455613,0.00030706302,0.0005058813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014141627,0.00012957312,0.0003591202,0.0015424129,0.0015804953,0.001605761,0.00044839186,0.00041101035,0.0035511774],"category_scores_gemma":[0.0023437107,0.00010175522,0.00035671974,0.0024870003,0.0014465523,0.0015314594,0.0022675595,0.000379857,0.0001572093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003449593,0.00034032366,0.78159803,0.0003560132,0.00014293297,0.0022066343,0.015788523,0.010115116,0.0029360924,0.06521866,0.0012770983,0.11967568],"study_design_scores_gemma":[0.00009644391,0.00057190383,0.91004574,0.0001658441,0.00016706962,0.00084662525,0.017812993,0.020156102,0.0016477563,0.03207506,0.016333953,0.00008045989],"about_ca_topic_score_codex":0.0160196,"about_ca_topic_score_gemma":0.020733846,"teacher_disagreement_score":0.0160196,"about_ca_system_score_codex":0.002968487,"about_ca_system_score_gemma":0.0031157488,"threshold_uncertainty_score":0.031852722},"labels":[],"label_agreement":null}]}